Abstract
Background
Folate has a pivotal role in maintaining different cellular processes including DNA integrity and neurotransmitter levels. Further, folate deficiency was reported in subjects with neuropsychiatric disorders including autism spectrum disorder (ASD).
Methods and results
We recruited ASD probands following the Diagnostic and Statistical Manual of Mental Disorder-IV/-5. Severity was assessed by the Childhood Autism Rating Scale2-Standard Test (CARS2-ST). Functional SNPs in reduced folate carrier1 (rs1051266), methylenetetrahydrofolate dehydrogenase (rs2236225), methylenetetrahydrofolate methyltransferase (rs1805087), methylenetetrahydrofolate reductase (rs1801133 and rs1801131), cystathionine-beta- synthase (rs5742905), and serine hydroxymethyltransferase (rs1979277) genes were analyzed in the ASD probands (N = 203), their parents and controls (N = 250) by PCR/TaqMan based methods. Plasma homocysteine and vitamin B12 levels were examined by Enzyme-Linked ImmunoSorbent Assay. Statistical analysis revealed higher frequencies of rs1051266 and rs1805087 “A” alleles (P = 8.233e-005 and P = 0.010 respectively) and rs1051266 “AA” genotype (P = 0.02) in the ASD probands. Gender based stratified analysis revealed higher frequency of rs1051266 “AA” in the male probands (P = 0.001) while frequencies of rs1805087 “A” (P = 0.001) and “AA” (P < 0.05), and rs2236225 “CC” (P = 0.03) were higher in the females. The case–control analysis also exhibited a significant difference in the occurrence of biallelic and triallelic haplotypes. rs1051266 “A”, rs1979277 “T” and rs5742905 “C” alleles showed biased parental transmission (P = 0.02). CARS2-ST scores were higher in the presence of rs5742905 “T” while scores were lower in the presence of rs1979277 “T” and rs1051266 “A”. ASD probands showed vitamin B12 deficiency.
Conclusion
Based on these observations, we infer that components needed for proper folate metabolism may influence ASD severity in this population.
Similar content being viewed by others
Data availability
Data generated from the study are presented in tabular format. Further details are presented in Additional files. The sequences of SNP were obtained from the NCBI SNP database. Further details will be available from the corresponding author on reasonable request.
Abbreviations
- ADHD:
-
Attention deficit hyperactivity disorder
- ASD:
-
Autism spectrum disorder
- CARS2-ST:
-
Childhood Autism Rating Scale 2-Standard Test
- CBS:
-
Cystathionine beta synthase
- ELISA:
-
Enzyme-linked immunosorbent assay
- Hcy:
-
Homocysteine
- HWE:
-
Hardy–Weinberg equilibrium
- IG:
-
Information gain
- LD:
-
Linkage disequilibrium
- MDR:
-
Multifactor dimensionality reduction
- MTHFD:
-
Methylenetetrahydrofolate dehydrogenase
- MTHFR:
-
Methylenetetrahydrofolate reductase
- MTR:
-
Methylenetetrahydrofolate methyltransferase
- OR:
-
Odds ratio
- PCR:
-
Polymerase chain reaction
- QT:
-
Quantitative trait
- RFC1:
-
Reduced folate carrier1
- RFLP:
-
Restricted fragment length polymorphism
- SHMT1:
-
Serine hydroxymethyltransferase
- SNP:
-
Single nucleotide polymorphisms
- TDT:
-
Transmission disequilibrium test
References
American Psychiatric Association (2013) Diagnostic and statistical manual for mental disorders, 5th edn. American Psychiatric Association, Washington
Maenner MJ, Shaw KA, Baio J, Washington A, Patrick M, DiRienzo M, Christensen DL, Wiggins LD et al (2020) Prevalence of autism spectrum disorder among children aged 8 years—autism and developmental disabilities monitoring network, 11 Sites, United States, 2016. Morbidity and mortality weekly report. Surveillance summaries (Washington, D.C. : 2002) 69:1–12. https://doi.org/10.15585/mmwr.ss6904a1
Poovathinal SA, Anitha A, Thomas R, Kaniamattam M, Melempatt N, Anilkumar A, Meena M (2016) Prevalence of autism spectrum disorders in a semi-urban community in south India. Ann Epidemiol 26:663-665.e668
Rudra A, Belmonte MK, Soni PK, Banerjee S, Mukerji S, Chakrabarti B (2017) Prevalence of autism spectrum disorder and autistic symptoms in a school-based cohort of children in Kolkata, India. Autism Res 10:1597–1605. https://doi.org/10.1002/aur.1812
Tremblay MW, Jiang YH (2019) DNA methylation and susceptibility to autism spectrum disorder. Annu Rev Med 70:151–166. https://doi.org/10.1146/annurev-med-120417-091431
Wang C, Geng H, Liu W, Zhang G (2017) Prenatal, perinatal, and postnatal factors associated with autism. Medicine 96:18-pe6696. https://doi.org/10.1097/MD.0000000000006696
Olakunle James O, AdejokeYetunde O (2018) Nutrition in autism spectrum disorders: a review of evidences for an emerging central role in aetiology, expression, and management. AIMS Med Sci 5(2):122–144. https://doi.org/10.3934/medsci.2018.2.122
Irwin RE, Pentieva K, Cassidy T, Lees-Murdock DJ, McLaughlin M, Prasad G, McNulty H, Walsh CP (2016) The interplay between DNA methylation, folate and neurocognitive development. Epigenomics 8(6):863–879
Bailey LB, Stover PJ, McNulty H, Fenech MF, Gregory JF 3rd, Mills JL, Pfeiffer CM, Fazili Z, Zhang M, Ueland PM, Molloy AM, Caudill MA, Shane B, Berry RJ, Bailey RL, Hausman DB, Raghavan R, Raiten DJ (2015) Biomarkers of nutrition for development—folate review. J Nutr 145:1636S-1680S. https://doi.org/10.3945/jn.114.206599
Saha T, Dutta S, Rajamma U, Sinha S, Mukhopadhyay K (2014) A pilot study on the contribution of folate gene variants in the cognitive function of ADHD probands. Neurochem Res 39:2058–2067. https://doi.org/10.1007/s11064-014-1393-0
Dutta S, Das Bhowmik A, Sinha S, Chattopadhyay A, Mukhopadhyay K (2008) Screening for methylenetetrahydrofolate reductase C677T and A1298C polymorphisms in Indian patients with idiopathic mental retardation. Nutr Neurosci 11:18–24. https://doi.org/10.1179/147683008X301351
Mitchell E, Conus N, Kaput J (2014) B vitamin polymorphisms and behavior: Evidence of associations with neurodevelopment, depression, schizophrenia, bipolar disorder and cognitive decline. Neurosci Biobehav Rev 47:307–320. https://doi.org/10.1016/j.neubiorev.2014.08.006
Saha S, Saha T, Sinha S, Rajamma U, Mukhopadhyay K (2020) Autistic traits and components of the folate metabolic system: an explorative analysis in the eastern Indian ASD subjects. Nutr Neurosci 23(11):860–867. https://doi.org/10.1080/1028415X.2019.1570442
Ramaekers VT, Blau N, Sequeira JM, Nassogne MC, Quadros EV (2007) Folate receptor autoimmunity and cerebral folate deficiency in low-functioning Autism with neurological deficits. Neuropediatrics 38:276–281. https://doi.org/10.1055/s-2008-1065354
Schmidt R, Hansen R, Hartiala J, Allayee H, Schmidt L, Tancredi D, Tassone F, Picciotto I (2011) Prenatal vitamins, one-carbon metabolism gene variants, and risk for autism. Epidemiology 22:476–485. https://doi.org/10.1097/EDE.0b013e31821d0e30
Paşca SP, Nemeş B, Vlase L, Gagyi CE, Dronca E, Miu AC, Dronca M (2006) High levels of homocysteine and low serum paraoxonase 1 aryl esterase activity in children with autism. Life Sci 78:2244–2248. https://doi.org/10.1016/j.lfs.2005.09.040
American Psychiatric Association (2000) Diagnostic and statistical manual for mental disorders-IV-text revised. American Psychiatric Association, Washington
Schopler E, Van Bourgondien ME, Wellman GJ, Love SR (2010) Childhood autism rating scale, 2nd edn. Western Psychological Services, Los Angeles
Sniezawska A, Dorszewska J, Rozycka A, Ober E, Lianeri M, Jagodzinski P, Kozubski W (2011) MTHFR, MTR, and MTHFD1 gene polymorphisms compared to homocysteine and asymmetric dimethylarginine concentrations and their metabolites in epileptic patients treated with antiepileptic drugs. Seizure 20:533–540. https://doi.org/10.1016/j.seizure.2011.04.001
Lee PH, Shatkay H (2008) F-SNP: computationally predicted functional SNPs for disease association studies. Nucleic Acids Res 36(Database issue):D820–D824. https://doi.org/10.1093/nar/gkm904
Miller SA, Dykes DD, Polesky HF (1988) A simple salting out procedure for extracting DNA from human nucleated cells. Nucleic Acids Res 16:1215. https://doi.org/10.1093/nar/16.3.1215
Dudbridge F (2008) Likelihood-based association analysis for nuclear families and unrelated subjects with missing genotype data. Hum Hered 66:87–98. https://doi.org/10.1159/000119108
Hahn LW, Ritchie MD, Moore JH (2003) Multifactor dimensionality reduction software for detecting gene–gene and gene–environment interactions. Bioinformatics 19:376–382. https://doi.org/10.1093/bioinformatics/btf869
Liu J, Mo W, Zhang Z, Yu H, Yang A, Qu F, Hu P, Liu Z, Wang S (2017) Single nucleotide polymorphisms in SLC19A1 and SLC25A9 are associated with childhood autism spectrum disorder in the Chinese Han population. J Mol Neurosci 62:262–267. https://doi.org/10.1007/s12031-017-0929-6
Cao L, Wang Y, Zhang R, Dong L, Cui H, Fang Y, Zhao L, Shi O, Cai C (2018) Association of neural tube defects with gene polymorphisms in one-carbon metabolic pathway. Childs Nerv Syst 34:277–284. https://doi.org/10.1007/s00381-017-3558-z
James SJ, Melnyk S, Jernigan S, Pavliv O, Trusty T, Lehman S, Seidel L, Gaylor DW, Cleves MA (2010) A functional polymorphism in the reduced folate carrier gene and DNA hypomethylation in mothers of children with autism. Am J Med Genet B Neuropsychiatr Genet 153B:1209–1220. https://doi.org/10.1002/ajmg.b.31094
Shaw GM, Lu W, Zhu H, Yang W, Briggs FB, Carmichael SL, Barcellos LF, Lammer EJ, Finnell RH (2009) 118 SNPs of folate related genes and risks of spina bifida and conotruncal heart defects. BMC Med Genet 10:49. https://doi.org/10.1186/1471-2350-10-49
Fang Y, Zhang R, Zhi X, Zhao L, Cao L, Wang Y, Cai C (2018) Association of main folate metabolic pathway gene polymorphisms with neural tube defects in Han population of northern China. Childs Nerv Syst 34:725–729. https://doi.org/10.1007/s00381-018-3730-0
Haghiri R, Mashayekhi F, Bidabadi E, Salehi Z (2016) Analysis of methionine synthase (rs1805087) gene polymorphism in autism patients in northern Iran. Acta Neurobiol Exp (Wars). 76:318–323. https://doi.org/10.21307/ane-2017-030
Arab AH, Elhawary NA (2019) Methylenetetrahydrofolate reductase gene variants confer potential vulnerability to autism spectrum disorder in a Saudi community. Neuropsychiatr Dis Treat 27:3569–3581. https://doi.org/10.2147/NDT.S230348
Sener E, Oztop D, Ozkul Y (2014) MTHFR gene C677T polymorphism in autism spectrum disorders. Genet Res Int. https://doi.org/10.1155/2014/698574
Mohammad N, Jain J, Chintakindi K, Singh R, Naik U, Akella R (2009) Aberrations in folate metabolic pathway and altered susceptibility to autism. Psychiatr Genet 19:171–176. https://doi.org/10.1097/YPG.0b013e32832cebd2
Divyakolu S, Tejaswini Y, Thomas W, Thumoju S, Sreekanth VR, Vasavi M, OmSai VR, Nagaratna V, Hasan Q, Ahuja YR (2013) Evaluation of C677T polymorphism of the methylenetetrahydrofolate reductase (MTHFR) gene in various neurological disorders. Neurol Disord 2:142–146. https://doi.org/10.4172/2329-6895.1000142
Guo T, Chen H, Liu B, Ji W, Yang C (2012) Methylenetetrahydrofolate reductase polymorphisms C677T and risk of autism in the Chinese Han population. Genet Test Mol Biomark 16:968–973. https://doi.org/10.1089/gtmb.2012.0091
Ismail S, Senna AA, Behiry EG, Ashaat EA, Zaki MS, Ashaat NA, Salah DM (2019) Study of C677T variant of methylene tetrahydrofolate reductase gene in autistic spectrum disorder Egyptian children. Am J Med Genet B Neuropsychiatr Genet 180:305–309. https://doi.org/10.1002/ajmg.b.32729
Li C-X, Liu Y-G, Che Y-P, Ou J-L, Ruan W-C, Yu Y-L, Li H-F (2021) Association between MTHFR C677T polymorphism and susceptibility to autism spectrum disorders: a meta-analysis in Chinese Han population. Front Pediatr 9:598805. https://doi.org/10.3389/fped.2021.598805
Pasca S, Dronca E, Kaucsár T, Craciun E, Endreffy E, Ferencz B, Iftene F, Benga I, Cornean R, Banerjee R, Dronca M (2009) One carbon metabolism disturbances and the C677T MTHFR gene polymorphism in children with autism spectrum disorders. J Cell Mol Med 13:4229–4238. https://doi.org/10.1111/j.1582-4934.2008.00463.x
Dutta S, Sinha S, Chattopadhyay A, Gangopadhyay P, Mukhopadhyay J, Singh M, Mukhopadhyay K (2005) Cystathionine β-synthase T833C/844INS68 polymorphism: a family-based study on mentally retarded children. Behav Brain Funct 1:25. https://doi.org/10.1186/1744-9081-1-25
Barbaux S, Plomin R, Whitehead AS (2000) Polymorphisms of genes controlling homocysteine/folate metabolism and cognitive function. Neuro Rep 11:1133–1136. https://doi.org/10.1097/00001756-200004070-00044
Woeller CF, Anderson DD, Szebenyi DM, Stover PJ (2007) Evidence for small ubiquitin-like modifier-dependent nuclear import of the thymidylate biosynthesis pathway. J Biol Chem 282:17623–17631. https://doi.org/10.1074/jbc.M702526200
Marucci GH, Zampieri BL, Biselli JM, Valentin S, Bertollo EM, Eberlin MN, Haddad R, Riccio MF, Vannucchi H, Carvalho VM, Pavarino EC (2012) Polymorphism C1420T of Serine hydroxymethyltransferase gene on maternal risk for down syndrome. Mol Biol Rep 39:2561–2566. https://doi.org/10.1007/s11033-011-1008-7
Zhang Y, Hodgson NW, Trivedi MS, Abdolmaleky HM, Fournier M, Cuenod M, Do KQ, Deth RC (2016) Decreased brain levels of vitamin B12 in aging, autism and schizophrenia. PLoS ONE 11:e0146797. https://doi.org/10.1371/journal.pone.0146797
Belardo A, Gevi F, Zolla L (2019) The concomitant lower concentrations of vitamins B6, B9 and B12 may cause methylation deficiency in autistic children. J Nutr Biochem 70:38–46. https://doi.org/10.1016/j.jnutbio.2019.04.004
Yektaş Ç, Alpay M, Tufan AE (2019) Comparison of serum B12, folate and homocysteine concentrations in children with autism spectrum disorder or attention deficit hyperactivity disorder and healthy controls. Neuropsychiatr Dis Treat 15:2213–2219. https://doi.org/10.2147/NDT.S212361
Hope S, Naerland T, Høiland AL, Torske T, Malt E, Abrahamsen T, Nerhus M, Wedervang-Resell K, Lonning V, Johannessen J, Steen NE, Agartz I, Stenberg N, Hundhausen T, Mørkrid L, Andreassen OA (2020) Higher vitamin B12 levels in neurodevelopmental disorders than in healthy controls and schizophrenia: a comparison among participants between 2 and 53 years. FASEB J 34(6):8114–8124. https://doi.org/10.1096/fj.201900855RRR
Ali A, Waly MI, Al-Farsi YM, Essa MM, Al-Sharbati MM, Deth RC (2011) Hyperhomocysteinemia among Omani autistic children: a case-control study. Acta Biochim Pol 58(4):547–551
Altun H, Kurutaş EB, Şahin N, Güngör O, Fındıklı E (2018) The levels of vitamin D, vitamin D receptor, homocysteine and complex B vitamin in children with autism spectrum disorders. Clin Psychopharmacol Neurosci 16(4):383–390. https://doi.org/10.9758/cpn.2018.16.4.383
Kałużna-Czaplińska J, Michalska M, Rynkowski J (2011) Homocysteine level in urine of autistic and healthy children. Acta Biochim Pol 58:31–34. https://doi.org/10.18388/abp.2011_2281
Bala KA, Doğan M, Mutluer T, Kaba S, Aslan O, Balahoroğlu R, Çokluk E, Üstyol L, Kocaman S (2016) Plasma amino acid profile in autism spectrum disorder (ASD). Eur Rev Med Pharmacol Sci 20:923–929
Wang M, Li K, Zhao D, Li L (2017) The association between maternal use of folic acid supplements during pregnancy and risk of autism spectrum disorders in children: a meta-analysis. Mol Autism 8:51. https://doi.org/10.1186/s13229-017-0170-8
Acknowledgements
The authors are thankful to the study participants for volunteering in the study. The authors are also obliged to the Indian Council of Medical Research, Govt. of India for funding the study.
Funding
This study was sponsored by the Indian Council of Medical Research, Govt. of India as an ad hoc research grant to KM & UR [GIA/37/2014-DHR]; KM was PI of the project. SS and TS were recruited under the project.
Author information
Authors and Affiliations
Contributions
Genotyping, data analysis, interpretation, and manuscript draft preparation were performed by SS. TS assisted in genotyping of control samples. UR was a co-investigator in the project. SS recruited ASD patients and provided clinical input. KM conceptualized the work, supervised study designing as well as data interpretation, and edited the manuscript. All the authors approved the final manuscript.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Ethical approval
All the procedures performed involving human participants were approved by the institutional Human Ethical Committee (No. PR-006-14).
Consent to participate
Written informed consent was obtained from the participants/ parents/care-givers for participation in the study.
Consent for publication
Obtained along with the informed written consent.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Saha, S., Saha, T., Rajamma, U. et al. Analysis of association between components of the folate metabolic pathway and autism spectrum disorder in eastern Indian subjects. Mol Biol Rep 49, 1281–1293 (2022). https://doi.org/10.1007/s11033-021-06956-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11033-021-06956-z